This article starts from a simple question: If some of your SKUs look profitable on Amazon, why does your bank account feel like they aren’t? The short answer is that Amazon fees and ad spend rarely show up in the same place where you celebrate “profitable” products, so revenue and ROAS tell a much nicer story than your contribution margin per SKU, and that gap between Amazon fees and contribution margin is exactly what this article is about.
Category: Sales
The Definitive Guide to Cost Price vs Purchase Price vs Landed Cost in Ecommerce
In ecommerce, everyone loves to talk about margin, ROAS and ROI, but almost no one starts with the real question: which cost are you actually using?
When cost price, purchase price and landed cost are treated as synonyms inside a company, dashboards may still look clean. Inventory, pricing and purchasing decisions become structurally wrong.
In this definitive guide, we’ll break down what each of these three costs really means in ecommerce, how they quietly distort your key inventory metrics, and which cost model you should use for the decisions that...
Demand Planning for Ecommerce & Multichannel Brands: Framework, Metrics, and AI Tools
What is Demand Planning?
Demand planning is the process of predicting future customer demand and turning those predictions into a concrete plan for how much inventory you should have, where, and when. In ecommerce and multichannel brands, it connects sales forecasts with supply constraints so operators know what to buy, move, or produce before problems show up.
Done well, demand planning aligns teams around a single view of future demand, reduces emergency purchases, and makes it easier to grow new channels without constant stockouts or piles of dead...
Shopify Inventory Management Software: Where Native Control Ends and Real Planning Begins
When Inventory Stops Being Just Control
For many brands growing inside the Shopify ecosystem, inventory stops being just an operational task and becomes a structural decision.
At the beginning, everything works as expected. Shopify updates stock levels automatically, blocks sales when a product runs out, and keeps orders and availability in sync. Inventory feels under control.
But as the number of SKUs grows, new channels come into play and the capital tied up in stock starts to matter on the P&L, a silent shift happens. It is no longer enough to know...
How to Structure Amazon Inventory Tracking Across FBA and FBM
Amazon inventory tracking stops being simple once your operation starts to scale.
In operations with few SKUs and a single logistics flow, inventory usually sits in one location and is controlled by a single system. In that setup, the question “how many units do we have?” usually has a straightforward answer.
Why Ecommerce Stockout Appears After the Decision Is Already Made
Ecommerce stockout is usually treated as an event. A SKU goes unavailable. A listing loses momentum. Revenue dips. The team scrambles to recover.
Inventory Management Tools for Brands Past the Spreadsheet Stage
What an inventory management tool solves before spreadsheets break
If your inventory management tools still feels fine, this article probably is not for you.
Amazon Inventory Management Software for Teams Past the Spreadsheet Stage
What changes when forecast accuracy, replenishment timing, and FBA limits start driving financial risk.
In the early stages of selling on Amazon, inventory management is mostly about visibility. How many units are available, how fast they are selling, and when to send the next shipment to FBA. Seller Central does a reasonable job at this level, especially when SKU count is limited and demand is relatively stable, and many teams rely on basic spreadsheets called “amazon inventory management software” primarily as a reporting layer.
How AI Finally Makes Inventory Management Work at Scale
Why inventory management breaks as ecommerce scales
Inventory management usually works well in the early stages of an ecommerce operation. Assortments are small, demand patterns are visible, and a handful of spreadsheets can keep the business roughly in balance.
Stock Inventory in Ecommerce Is Not a Number. It Is a System State.
Why “stock inventory” is an overloaded term in ecommerce operations
In ecommerce, “stock inventory” is one of those terms everyone uses and few people define the same way twice. Depending on the context, it can mean units physically on hand, units available to sell, inventory value on a balance sheet, or a blended number pulled from multiple systems. Each interpretation is internally reasonable. None is sufficient on its own.

